Fullstack Data Analyst

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14 Bacaan

71 Video

11 Kuis

1 Files

Lihat Detail

Deskripsi

Akses ke modul pembelajaran otomatis dikirimkan melalui email terdaftar setelah proses pembayaran berhasil dilakukan.

Di Rocket Tutor Fullstack Data Analyst, dengan satu kali daftar, Kakak sudah mendapatkan akses ke 71 modul video di LMS, file latihan, kuis evaluasi, e-certificate, dan materi untuk membantu Kakak mulai membangun portofolio data sendiri.

Konten

Introduction to Data Analyst

Introduction to the Data Analyst Role

The Importance of Data Analytics in Business

Essential Tools and Technologies for Data Analysts

Overview of the Data Analysis Process

Quiz: Introduction to Data Analyst

Introduction to Types of Data Analytics

Overview of Analytical Methods

Descriptive Analytics

Diagnostic Analytics

Predictive Analytics

Prescriptive Analytics

Quiz: Introduction to Types of Data Analytics

Data Analytics Pipeline

Introduction to the Data Analytics Pipeline

Data Collection

Data Ingestion

Data Processing and Cleaning

Data Analysis and Interpretation

Decision Making

Quiz: Data Analytics Pipeline

Data Collection

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Introduction to Data Collection

Types of Data Sources

Data Collection Methods and Techniques

Sampling Techniques for Data Analytics

Importance of Data Quality in Collection

Quiz: Data Collection

Data Cleaning

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Introduction to Data Cleaning

Common Data Quality Issues

Data Cleaning Techniques and Tools

Ensuring Data Integrity and Accuracy

Best Practices for Data Preparation

Quiz: Data Cleaning

Excel

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Link Dataset

Introduction to Excel for Data Analysis

Advanced Formulas and Functions

Intermediate Data Analysis Functions

Advanced Data Analysis with PivotTables

Quiz: Excel

Python

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Link Dataset

Introduction to Python for Data Analytics

Basic Operations

Essential Python Libraries for Data Analytics

Exploring Datasets with Python

Data Analysis and Manipulation with Pandas

Data Analysis with Python Data Cleaning and Preparation in Python

Data Transformation and Aggregation

Data Visualization with Python Libraries

Quiz: Python

Data Analytic with SQL

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Link Dataset

Introduction to SQL and Relational Databases

Data Filtering and Sorting in SQL

Aggregation Functions and Data Grouping

Data Manipulation Techniques in SQL

Joining Tables with SQL JOINs

Working with Subqueries and Views

Quiz: SQL

Data Modelling

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Introduction to Data Modeling

Types of Data Models

Key Components of Data Modeling

Data Modeling Techniques

Tools for Data Modeling

Data Visualization with Power BI

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Link Dataset

Introduction to Power BI

Getting Started with Power BI Desktop

Importing and Connecting Data Sources

Data Cleaning and Transformation in Power BI

Building Data Models in Power BI

Creating Effective Data Visualizations

Designing Interactive Dashboards and Reports

Best Practice in Data Visualization

Quiz: Power BI

Data Visualization with Google Looker studio

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Link Dataset

Introduction to Google Looker Studio

Connecting to Data Sources

Basic Data Visualization

Building an Interactive Dashboard

Designing Professional Reports

Publishing and Sharing Reports

Simple Data Transformation

Quiz: Google Looker Studio

Data Ethics and Data Security

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Introduction to Data Ethics

Data Privacy Regulations and Policies

Principles of Data Security

Best Practices for Data Protection

Ethical Considerations in Data Analytics

Quiz: Data Ethics and Data Security

Career Preparation and Portfolio Building

Building a Professional Data Analytics Portfolio

Preparing for Data Analyst Interviews

Networking and Career Development Strategies

ATS Friendly CV Template (Download & Guide)